⚠️There's a newer version (2.0.8) of this package.Take me there.

geostatsp (version 1.1.8)

Geostatistical Modelling with Likelihood and Bayes

Description

This package provides to geostatistical modelling facilities using Raster and SpatialPoints objects. Non-Gaussian models are fit using INLA.

Copy Link

Version

Install

install.packages('geostatsp')

Monthly Downloads

367

Version

1.1.8

License

GPL

Maintainer

Patrick Brown

Last Published

January 5th, 2015

Functions in geostatsp (1.1.8)

likfitLgm

Likelihood Based Parameter Estimation for Gaussian Random Fields

krigeLgm

Spatial prediction, or Kriging

maternGmrfPrec

Precision matrix for a Matern spatial correlation

swissRainR

Raster of Swiss rain data

profLlgm

Joint confidence regions

RFsimulate

Simulation of Random Fields

wheat

Mercer and Hall wheat yield data

Generalized Linear Geostatistical Models

Evaluate the Matern correlation function

spatialRoc

Sensitivity and specificity

variog

Compute Empirical Variograms and Permutation Envelopes

excProb

Exceedance probabilities

nn32

Nearest neighbour matrices

squareRaster

Create a raster with square cells

loaloa

Loaloa prevalence data from 197 village surveys

asImRaster

Convert a raster to an im object

stackRasterList

Converts a list of rasters, possibly with different projections and resolutions, to a single raster stack.

lgm-methods

Linear Geostatistical Models

gambiaUTM

Gambia data

conditionalGmrf

Conditional distribution of GMRF

simLgcp

Simulate a log-Gaussian Cox process